[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-claude-office-skills-academic-search-vi":3,"guides-for-claude-office-skills-academic-search":221,"similar-k1780ay7627sgcf3rwrbek3g498660jd":222},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":21,"identity":189,"isFallback":193,"parentExtension":194,"providers":195,"relations":199,"repo":201,"workflow":218},1778053148350.4187,"k1780ay7627sgcf3rwrbek3g498660jd",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":12,"sourceUrl":13,"tags":14},"Search and analyze academic literature. Find papers, understand research methodologies, and synthesize academic findings for research projects.",{},"Academic Search","https://github.com/claude-office-skills/skills/tree/HEAD/academic-search",[15,16,17,18,19,20],"research","academic","papers","literature-review","citations","claude-office-skills",{"_creationTime":22,"_id":23,"extensionId":5,"locale":24,"result":25,"trustSignals":177,"workflow":187},1778053561145.56,"kn7fqsed0q1430264jx0ja5hc1866e9y","en",{"checks":26,"evaluatedAt":167,"extensionSummary":168,"promptVersionExtension":169,"promptVersionScoring":170,"rationale":171,"score":172,"summary":173,"tags":174,"targetMarket":175,"tier":176},[27,32,35,38,42,45,50,54,57,60,64,68,71,75,78,81,84,87,90,93,97,101,105,109,113,116,119,122,126,129,132,135,138,141,145,148,151,154,157,160,164],{"category":28,"check":29,"severity":30,"summary":31},"Practical Utility","Problem relevance","pass","The description clearly states the user problem: searching and analyzing academic literature to support research projects.",{"category":28,"check":33,"severity":30,"summary":34},"Unique selling proposition","The skill offers specific capabilities beyond a generic LLM, such as formulating academic search queries, recommending databases, and analyzing paper methodologies, which directly addresses the stated problem.",{"category":28,"check":36,"severity":30,"summary":37},"Production readiness","The skill provides a comprehensive workflow for academic search and analysis, including defining topics, search strategies, and paper analysis frameworks, covering the lifecycle of research information gathering.",{"category":39,"check":40,"severity":30,"summary":41},"Scope","Single responsibility principle","The skill focuses solely on academic literature search and analysis, with clear boundaries defined for what it cannot do, adhering to a single responsibility.",{"category":39,"check":43,"severity":30,"summary":44},"Description quality","The description is concise, readable, and accurately reflects the skill's capabilities as detailed in the SKILL.md file.",{"category":46,"check":47,"severity":48,"summary":49},"Invocation","Scoped tools","not_applicable","This skill does not expose explicit tools; its functionality is driven by conversational prompts and its internal logic.",{"category":51,"check":52,"severity":48,"summary":53},"Documentation","Configuration & parameter reference","The skill does not appear to use external configuration files or parameters that require documentation beyond its inherent instructions.",{"category":39,"check":55,"severity":48,"summary":56},"Tool naming","The skill does not define explicit tools, thus this check is not applicable.",{"category":39,"check":58,"severity":48,"summary":59},"Minimal I/O surface","As this skill does not expose specific tools with distinct parameter schemas or response shapes, this check is not applicable.",{"category":61,"check":62,"severity":30,"summary":63},"License","License usability","The extension is licensed under the MIT license, as indicated by the LICENSE file and the SKILL.md frontmatter, which is a permissive OSS license.",{"category":65,"check":66,"severity":30,"summary":67},"Maintenance","Commit recency","The extension is part of a larger repository ('claude-office-skills') which shows recent commits, indicating active maintenance.",{"category":65,"check":69,"severity":48,"summary":70},"Dependency Management","The skill itself does not appear to introduce external dependencies that would require a dependency management strategy.",{"category":72,"check":73,"severity":48,"summary":74},"Security","Secret Management","The skill does not appear to handle or expose any secrets.",{"category":72,"check":76,"severity":30,"summary":77},"Injection","The skill does not load external data or reference third-party content that could be subject to injection attacks.",{"category":72,"check":79,"severity":30,"summary":80},"Transitive Supply-Chain Grenades","The skill's content is entirely self-contained within the repository and does not fetch or execute external code or data at runtime.",{"category":72,"check":82,"severity":30,"summary":83},"Sandbox Isolation","The skill operates within the Claude environment and does not attempt to modify files or paths outside its designated scope.",{"category":72,"check":85,"severity":30,"summary":86},"Sandbox escape primitives","No detached process spawns or deny-retry loops were found in the skill's logic.",{"category":72,"check":88,"severity":30,"summary":89},"Data Exfiltration","The skill's logic does not include any instructions to read or submit confidential data to third parties.",{"category":72,"check":91,"severity":30,"summary":92},"Hidden Text Tricks","The bundled content is free of hidden-steering tricks, invisible characters, or obfuscated instructions.",{"category":94,"check":95,"severity":30,"summary":96},"Hooks","Opaque code execution","The skill's logic is written in plain Markdown and YAML, with no obfuscated code, base64 payloads, or runtime fetched scripts.",{"category":98,"check":99,"severity":30,"summary":100},"Portability","Structural Assumption","The skill makes no assumptions about the user's project structure; all operations are conceptual and conversational.",{"category":102,"check":103,"severity":30,"summary":104},"Trust","Issues Attention","The related 'claude-office-skills' repository has active issue management, indicating maintainer engagement.",{"category":106,"check":107,"severity":30,"summary":108},"Versioning","Release Management","The SKILL.md frontmatter includes a version ('1.0.0'), indicating clear versioning for the skill.",{"category":110,"check":111,"severity":48,"summary":112},"Code Execution","Validation","The skill does not involve executable code or structured input/output that requires schema validation.",{"category":72,"check":114,"severity":30,"summary":115},"Unguarded Destructive Operations","The skill is analytical and does not perform any destructive operations.",{"category":110,"check":117,"severity":30,"summary":118},"Error Handling","The skill's instructions are designed to provide guidance and are not expected to encounter runtime errors that would require explicit handling.",{"category":110,"check":120,"severity":48,"summary":121},"Logging","This skill does not perform actions that require local audit logging.",{"category":123,"check":124,"severity":30,"summary":125},"Compliance","GDPR","The skill does not operate on personal data and does not submit any personal data to third parties.",{"category":123,"check":127,"severity":30,"summary":128},"Target market","The skill's functionality is global in scope, with no regional or jurisdictional limitations detected.",{"category":98,"check":130,"severity":30,"summary":131},"Runtime stability","The skill is designed to run within the Claude environment and makes no assumptions about specific operating systems, shells, or editors.",{"category":46,"check":133,"severity":30,"summary":134},"Precise Purpose","The skill clearly defines its purpose (search and analyze academic literature) and lists its non-goals (accessing full-text papers, executing database searches), providing clear boundaries.",{"category":46,"check":136,"severity":30,"summary":137},"Concise Frontmatter","The frontmatter is dense and self-contained, providing a clear summary of the core capability and relevant keywords without excessive verbosity.",{"category":51,"check":139,"severity":30,"summary":140},"Concise Body","The skill's main body is under 500 lines and effectively delegates deeper material to sections like 'Academic Databases' and 'Citation Formats', adhering to progressive disclosure.",{"category":142,"check":143,"severity":30,"summary":144},"Context","Progressive Disclosure","Detailed information like academic databases, search query formulation, and paper analysis frameworks are presented in well-structured sections within the main SKILL.md file, effectively disclosing information progressively.",{"category":142,"check":146,"severity":48,"summary":147},"Forked exploration","This skill is instructional and does not involve deep exploration of code or files that would necessitate a forked context.",{"category":28,"check":149,"severity":30,"summary":150},"Usage examples","The skill provides detailed examples for 'Search Strategy Output' and 'Literature Review Output', clearly demonstrating input, invocation context, and expected outcome formats.",{"category":28,"check":152,"severity":30,"summary":153},"Edge cases","The skill explicitly lists its limitations, such as inability to access full-text papers or execute database searches, providing clear boundaries and potential failure modes.",{"category":110,"check":155,"severity":48,"summary":156},"Tool Fallback","The skill does not rely on external tools like MCP servers; it operates primarily through conversational guidance.",{"category":98,"check":158,"severity":30,"summary":159},"Stack assumptions","The skill operates within the Claude environment and does not assume any specific external software stack or tooling.",{"category":161,"check":162,"severity":30,"summary":163},"Safety","Halt on unexpected state","The skill's instructions are conversational and do not involve state-dependent operations that would require explicit pre-state checking.",{"category":98,"check":165,"severity":30,"summary":166},"Cross-skill coupling","The skill is self-contained and does not implicitly rely on other skills; it references related skills ('deep-research', 'web-search') explicitly in its metadata and README.",1778053171589,"This skill assists users in formulating search queries, identifying relevant databases, and analyzing academic papers. It provides structured output formats for search strategies and literature reviews, and clearly outlines its limitations, such as not being able to access paywalled content.","2.0.0","3.4.0","The 'academic-search' skill is highly polished, with excellent documentation, clear scope, and no security concerns. It adheres to all best practices, including precise purpose, progressive disclosure, and comprehensive examples, making it a top-tier resource for academic research.",98,"A high-quality, well-documented skill for academic literature search and analysis.",[15,16,17,18,19,20],"global","verified",{"codeQuality":178,"collectedAt":179,"documentation":180,"maintenance":182,"security":183,"testCoverage":186},{},1778053160216,{"descriptionLength":181,"readmeSize":8},143,{},{"hasNpmPackage":184,"license":185,"smitheryVerified":184},false,"MIT",{"hasCi":184,"hasTests":184},{"updatedAt":188},1778053561145,{"githubOwner":20,"githubRepo":190,"locale":24,"slug":191,"type":192},"skills","academic-search","skill",true,null,{"extract":196,"llm":198},{"commitSha":197,"license":185},"9c4c7d5cd2813a8936bf2c9fdb174ea883b85a11",{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":200},"kd7fw7xbj58qc2z8whrrjptbed8659db",{"_creationTime":202,"_id":200,"identity":203,"providers":205,"workflow":215},1777995558409.8474,{"githubOwner":20,"githubRepo":190,"sourceUrl":204},"https://github.com/claude-office-skills/skills",{"discover":206,"github":209},{"sources":207},[208],"skills-sh",{"closedIssues90d":8,"forks":210,"license":185,"openIssues90d":211,"pushedAt":212,"readmeSize":213,"stars":172,"topics":214},27,2,1769868236000,29630,[],{"discoverAt":216,"extractAt":217,"githubAt":217,"updatedAt":217},1777995558409,1778053155657,{"anyEnrichmentAt":219,"extractAt":220,"githubAt":219,"llmAt":188,"updatedAt":188},1778053151766,1778053148350,[],[223,250,278,300,327,354],{"_creationTime":224,"_id":225,"community":226,"display":227,"identity":236,"providers":240,"relations":244,"workflow":246},1778053100136.2388,"k17ba7hx1c2htdr84qc7vc86cd867abn",{"reviewCount":8},{"description":228,"installMethods":229,"name":230,"sourceUrl":231,"tags":232},"Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology assessment, contribution evaluation, literature positioning, and constructive feedback generation. Trigger on queries involving paper URLs, uploaded PDFs, arXiv links, or requests like \"review this paper\", \"analyze this research\", \"summarize this study\", or \"write a peer review\".",{},"Academic Paper Review Skill","https://github.com/bytedance/deer-flow/tree/HEAD/skills/public/academic-paper-review",[15,16,233,234,235],"paper-review","analysis","llm",{"githubOwner":237,"githubRepo":238,"locale":24,"slug":239,"type":192},"bytedance","deer-flow","academic-paper-review",{"extract":241,"llm":243},{"commitSha":242,"license":185},"1336872b15c25d45ebcb7c1cf72369c2bdd53187",{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":245},"kd789sm7egx1h0t1jag6zzhcq98656wv",{"anyEnrichmentAt":247,"extractAt":248,"githubAt":247,"llmAt":249,"updatedAt":249},1778053101076,1778053100136,1778053169012,{"_creationTime":251,"_id":252,"community":253,"display":254,"identity":263,"providers":267,"relations":272,"workflow":274},1778053327521.5806,"k17438c14kb8zmd41gvs9dwc91866q2h",{"reviewCount":8},{"description":255,"installMethods":256,"name":257,"sourceUrl":258,"tags":259},"Academic research assistant for literature reviews, paper analysis, and scholarly writing. Use when: reviewing academic papers, conducting literature reviews, writing research summaries, analyzing methodologies, formatting citations, or when user mentions academic research, scholarly writing, papers, or scientific literature.",{},"Academic Researcher","https://github.com/shubhamsaboo/awesome-llm-apps/tree/HEAD/awesome_agent_skills/academic-researcher",[16,15,260,18,261,262],"writing","paper-analysis","citation",{"githubOwner":264,"githubRepo":265,"locale":24,"slug":266,"type":192},"shubhamsaboo","awesome-llm-apps","academic-researcher",{"extract":268,"llm":270},{"commitSha":269,"license":185},"a35897449fe8b0fab12e8f0fd9f2e2a40e872ab7",{"promptVersionExtension":169,"promptVersionScoring":170,"score":271,"targetMarket":175,"tier":176},95,{"repoId":273},"kd73kvct1kme7748mpsbddhhmx865wd3",{"anyEnrichmentAt":275,"extractAt":276,"githubAt":275,"llmAt":277,"updatedAt":277},1778053329769,1778053327521,1778053376632,{"_creationTime":279,"_id":280,"community":281,"display":282,"identity":291,"providers":293,"relations":298,"workflow":299},1778053100136.247,"k17a0hkkqxsvd50jg26542cxgn8662c8",{"reviewCount":8},{"description":283,"installMethods":284,"name":285,"sourceUrl":286,"tags":287},"Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.",{},"Systematic Literature Review Skill","https://github.com/bytedance/deer-flow/tree/HEAD/skills/public/systematic-literature-review",[15,18,16,288,289,290],"arxiv","synthesis","reporting",{"githubOwner":237,"githubRepo":238,"locale":24,"slug":292,"type":192},"systematic-literature-review",{"extract":294,"llm":295},{"commitSha":242,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":296,"targetMarket":175,"tier":297},85,"flagged",{"repoId":245},{"anyEnrichmentAt":247,"extractAt":248,"githubAt":247,"llmAt":249,"updatedAt":249},{"_creationTime":301,"_id":302,"community":303,"display":304,"identity":311,"providers":314,"relations":320,"workflow":323},1778053348890.7827,"k1750nm5npvwpkhwwj5xp883c9866kan",{"reviewCount":8},{"description":305,"installMethods":306,"name":307,"sourceUrl":308,"tags":309},"论文倒读法：给一篇论文，递归找出它批判和改进的前序论文（最多5层），再找它之后的最新进展，从源头正向讲述问题演化史。以问题为轴，费曼式讲解每篇论文看到的问题和解法创新。Use when user shares a paper and wants to understand its intellectual lineage, citation chain, problem evolution, or says '倒读', '论文溯源', '论文脉络', 'paper river', 'paper connects', 'trace back', '这篇论文的来龙去脉', '论文演化'. Also trigger when user wants to understand how a research problem evolved across multiple papers.",{},"ljg-paper-river","https://github.com/lijigang/ljg-skills/tree/HEAD/skills/ljg-paper-river",[15,17,310,260,16],"documentation",{"githubOwner":312,"githubRepo":313,"locale":24,"slug":307,"type":192},"lijigang","ljg-skills",{"extract":315,"llm":317},{"commitSha":316,"license":48},"d2d6a0313baaeee789d00aa5c3841d4622147f23",{"promptVersionExtension":169,"promptVersionScoring":170,"score":318,"targetMarket":175,"tier":319},75,"evaluated",{"parentExtensionId":321,"repoId":322},"k1704g81mbxzdxt81951f8s6g1866ry3","kd71hhp7w2dcgt37rznesw08cx864k8w",{"anyEnrichmentAt":324,"extractAt":325,"githubAt":324,"llmAt":326,"updatedAt":326},1778053349620,1778053348890,1778053415028,{"_creationTime":328,"_id":329,"community":330,"display":331,"identity":340,"providers":344,"relations":348,"workflow":350},1778053622473.659,"k175v48mt9fzh8r2mm6ra7m5gs867jav",{"reviewCount":8},{"description":332,"installMethods":333,"name":334,"sourceUrl":335,"tags":336},"Verify claims in generated output against sources. Use as a separate pass AFTER content generation to catch hallucinations. Critical constraint - cannot be reliably combined with generation in a single pass.",{},"Fact-Check Skill","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/verification/fact-check",[337,15,338,310,339],"verification","hallucination","safety",{"githubOwner":341,"githubRepo":342,"locale":24,"slug":343,"type":192},"jwynia","agent-skills","fact-check",{"extract":345,"llm":347},{"commitSha":346,"license":185},"e02ec7e226a6e4f8419fd3b88a1d8e472d421b32",{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":349},"kd7efn3mprpa8rd8vm5hw5ebzx864fph",{"anyEnrichmentAt":351,"extractAt":352,"githubAt":351,"llmAt":353,"updatedAt":353},1778053625386,1778053622473,1778054012696,{"_creationTime":355,"_id":356,"community":357,"display":358,"identity":368,"providers":370,"relations":373,"workflow":374},1778053622473.657,"k174yf2vmxnqbd8n7fv5mxvw3n866tzc",{"reviewCount":8},{"description":359,"installMethods":360,"name":361,"sourceUrl":362,"tags":363},"Search the web using the agent's built-in WebSearch tool. Use when you need to find current information, verify facts, or research topics. No API key required. Keywords: search, web, internet, lookup, find, research, current events, facts.",{},"Web Search","https://github.com/jwynia/agent-skills/tree/HEAD/skills/general/research/tools/web-search",[364,365,15,366,367],"search","web","information-retrieval","utility",{"githubOwner":341,"githubRepo":342,"locale":24,"slug":369,"type":192},"web-search",{"extract":371,"llm":372},{"commitSha":346,"license":185},{"promptVersionExtension":169,"promptVersionScoring":170,"score":172,"targetMarket":175,"tier":176},{"repoId":349},{"anyEnrichmentAt":351,"extractAt":352,"githubAt":351,"llmAt":353,"updatedAt":353}]